--- title: "Agent-Reach vs wanwu" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/panniantong-agent-reach-vs-unicomai-wanwu" tools: ["panniantong-agent-reach", "unicomai-wanwu"] --- # Agent-Reach vs wanwu *GraphCanon updated Sep 20, 2026* ## Verdict Pick Agent-Reach if agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content; pick wanwu if wanwu is an enterprise-grade AI agent development platform from China Unicom that supports visual interface creation, API integration, and privilege-rich local operations. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) reports 84k GitHub stars, 7.3k forks, and 153 open issues, last pushed Sep 15, 2026. [wanwu](https://github.com/UnicomAI/wanwu) has 2.5k stars, 141 forks, and 41 open issues, last pushed Sep 4, 2026. Figures are from public GitHub metadata via [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach) and [wanwu's repository](https://github.com/UnicomAI/wanwu). | | [Agent-Reach](/tools/panniantong-agent-reach.md) | [wanwu](/tools/unicomai-wanwu.md) | | --- | --- | --- | | Tagline | AI Agent for Automated Web and Social Media Data Extraction | Enterprise-grade multi-tenant AI agent development platform | | Stars | 83,516 | 2,472 | | Forks | 7,315 | 141 | | Open issues | 153 | 41 | | Language | Python | Go | | Adopt for | Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. | Wanwu is an enterprise-grade AI agent development platform from China Unicom that supports visual interface creation, API integration, and privilege-rich local operations. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 allows free extension, secondary development, and commercial use with full source code access under permissive terms. | | Categories | AI Agents, Data & Retrieval | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Agent-Reach](/tools/panniantong-agent-reach.md) | [wanwu](/tools/unicomai-wanwu.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 4d | 11d | | Open issues (now) | 153 | 41 | | Stars delta | +23k (30d) | -120 (30d) | | Open issues delta | -15 (30d) | +5 (30d) | | Full report | [trust report](/tools/panniantong-agent-reach/trust.md) | [trust report](/tools/unicomai-wanwu/trust.md) | ## Decision facts: Agent-Reach - **Adopt for:** Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. ## Decision facts: wanwu - **Adopt for:** Wanwu is an enterprise-grade AI agent development platform from China Unicom that supports visual interface creation, API integration, and privilege-rich local operations. - **License detail:** Apache-2.0 allows free extension, secondary development, and commercial use with full source code access under permissive terms. ## Choose when ### Choose Agent-Reach if… - Agent-Reach is primarily Python; wanwu is Go. - License: Agent-Reach is MIT, wanwu is Apache-2.0. - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. - Also covers Data & Retrieval. - When needing to bypass costly API fees for extensive social media platform data extraction ### Choose wanwu if… - wanwu is primarily Go; Agent-Reach is Python. - License: wanwu is Apache-2.0, Agent-Reach is MIT. - Tags unique to wanwu: agent, agentic-ai, development, genai. - When you need rapid on-site validation via a zero-threshold visual interface for creating agents. ## When NOT to use Agent-Reach - If strict compliance with website scraping policies is critical due to its use of scraping techniques - When direct interaction through APIs for precision and reliability is preferred over scraping ## When NOT to use wanwu - Avoid if your team prefers coding over a visual interface for application development. - Not suitable if you seek tools that do not support Xinchuang compliance and ecosystem integration. - Skip if your project does not require or benefit from multiple deployment methods or a multi-tenant architecture. ## Common questions ### What is the difference between Agent-Reach and wanwu? Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. wanwu: Enterprise-grade multi-tenant AI agent development platform. See the comparison table for live GitHub stats and shared categories. ### When should I choose Agent-Reach over wanwu? Choose Agent-Reach over wanwu when Agent-Reach is primarily Python; wanwu is Go; License: Agent-Reach is MIT, wanwu is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers Data & Retrieval; When needing to bypass costly API fees for extensive social media platform data extraction. ### When should I choose wanwu over Agent-Reach? Choose wanwu over Agent-Reach when wanwu is primarily Go; Agent-Reach is Python; License: wanwu is Apache-2.0, Agent-Reach is MIT; Tags unique to wanwu: agent, agentic-ai, development, genai; When you need rapid on-site validation via a zero-threshold visual interface for creating agents. ### When should I avoid Agent-Reach? If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping ### When should I avoid wanwu? Avoid if your team prefers coding over a visual interface for application development. Not suitable if you seek tools that do not support Xinchuang compliance and ecosystem integration. Skip if your project does not require or benefit from multiple deployment methods or a multi-tenant architecture. ### Is Agent-Reach or wanwu more popular on GitHub? Agent-Reach has more GitHub stars (83,516 vs 2,472). Stars measure visibility, not whether either tool fits your constraints. ### Are Agent-Reach and wanwu open source? Yes - both are open-source projects on GitHub (Agent-Reach: MIT, wanwu: Apache-2.0). ### Where can I find alternatives to Agent-Reach or wanwu? GraphCanon lists graph-backed alternatives at [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) and [wanwu alternatives](/tools/unicomai-wanwu/alternatives) ([Agent-Reach markdown twin](/tools/panniantong-agent-reach/alternatives.md), [wanwu markdown twin](/tools/unicomai-wanwu/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/panniantong-agent-reach-vs-unicomai-wanwu.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Agent-Reach or wanwu? Agent-Reach: Very active. wanwu: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Agent-Reach and wanwu? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Agent-Reach trust report](/tools/panniantong-agent-reach/trust); [wanwu trust report](/tools/unicomai-wanwu/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=panniantong-agent-reach`](/api/graphcanon/graph?tool=panniantong-agent-reach) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_